Artificial Intelligence

Assignments

These problem sets are from the Fall 2012 version of the course, but should line up well with the Fall 2010 lectures.

PROBLEM SETS TOPICS CODE FILES
Problem Set 0 (PDF) Python programming, symbolic algebra Code for Problem Set 0 (ZIP) (This ZIP file contains: 5 .py files.)
Problem Set 1 (PDF) Forward chaining, backward chaining and goal trees Code for Problem Set 1 (ZIP) (This ZIP file contains: 7 .py files.)
Problem Set 2 (PDF) Search, using heuristics, optimal search, graph heuristics Code for Problem Set 2 (ZIP) (This ZIP file contains: 5 .py files.)
Problem Set 3 (PDF) Game search Code for Problem Set 3 (ZIP) (This ZIP file contains: 7 .py files.)
Problem Set 4 (PDF) Constraint satisfaction problems, k-nearest neighbors, decision trees Code for Problem Set 4 (ZIP) (This ZIP file contains: 12 .py files, 6 .ord files, 4 .csv files and 2 .dat files. sudoku_csp.py is courtesy of Justin Cullen, and is used with permission.)
Problem Set 5 (PDF) Neural nets, boosting Code for Problem Set 5 (ZIP – 1.2MB) (This ZIP file contains: 12 .py files, 2 .dat files, 5 .csv files, 6 .ord files, 1 .out file, and 9 .tab files.)